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ACM SIGMM retreat report on future directions in multimedia research

Published: 01 February 2005 Publication History

Abstract

The ACM Multimedia Special Interest Group was created ten years ago. Since that time, researchers have solved a number of important problems related to media processing, multimedia databases, and distributed multimedia applications. A strategic retreat was organized as part of ACM Multimedia 2003 to assess the current state of multimedia research and suggest directions for future research. This report presents the recommendations developed during the retreat. The major observation is that research in the past decade has significantly advanced hardware and software support for distributed multimedia applications and that future research should focus on identifying and delivering applications that impact users in the real-world.The retreat suggested that the community focus on solving three grand challenges: (1) make authoring complex multimedia titles as easy as using a word processor or drawing program, (2) make interactions with remote people and environments nearly the same as interactions with local people and environments, and (3) make capturing, storing, finding, and using digital media an everyday occurrence in our computing environment. The focus of multimedia researchers should be on applications that incorporate correlated media, fuse data from different sources, and use context to improve application performance.

Reference

[1]
Smeaton, A. and Kraaij, W. 2003. Trec video retrieval evaluation. http://www-nlpir.nist.gov/projects/trecvid.

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  • (2024)Seventeen Years of the ACM Transactions on Multimedia Computing, Communications and Applications: A Bibliometric OverviewACM Transactions on Multimedia Computing, Communications, and Applications10.1145/366034720:10(1-22)Online publication date: 12-Sep-2024
  • (2021)Impact of playout buffer dynamics on the QoE of wireless adaptive HTTP progressive videoETRI Journal10.4218/etrij.2020-0184Online publication date: 29-Apr-2021
  • (2019)A DASH-Based Adaptive Multiple Sensorial Content Delivery Solution for Improved User Quality of ExperienceIEEE Access10.1109/ACCESS.2019.29262077(89172-89187)Online publication date: 2019
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  1. ACM SIGMM retreat report on future directions in multimedia research

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      David Gary Hill

      This paper presents the recommendations of the strategic retreat that was held as part of ACM Multimedia 2003 by the ACM Multimedia Special Interest Group (SIGMM). These recommendations arose principally out of the first day of the retreat, a day that focused on future directions for multimedia research. The retreat met its primary goal by identifying three "grand challenges" that multimedia researchers need to solve. The first is to "make authoring complex multimedia titles as easy as using a word processor or drawing program." This challenge seeks to develop the algorithms, heuristics, and tools that will enable average users to develop professional quality multimedia content. The second grand challenge is "to make interactions with remote people and environments nearly the same as interactions with local people and environments." Two problems are contained within this challenge-distributed collaboration and interactive, immersive three-dimensional environments. This is the telepresence challenge that seeks to make all interactions seem local rather than remote. The third and final challenge is "to make capturing, storing, finding, and using digital media an everyday occurrence in our computing environment." This is the information-at-your-fingertips challenge that seeks to capture, transform, and organize digital media information haystacks into turbocharged information "yellow pages." This paper is useful for those researchers who want to contribute to solving one or more of the grand challenges, as well as to any reader who wants to have a better understanding of where multimedia is headed and why. Online Computing Reviews Service

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      Published In

      cover image ACM Transactions on Multimedia Computing, Communications, and Applications
      ACM Transactions on Multimedia Computing, Communications, and Applications  Volume 1, Issue 1
      February 2005
      125 pages
      ISSN:1551-6857
      EISSN:1551-6865
      DOI:10.1145/1047936
      Issue’s Table of Contents
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 01 February 2005
      Published in TOMM Volume 1, Issue 1

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      Author Tags

      1. Multimedia authoring
      2. distributed collaboration
      3. multimedia query
      4. multimedia storage and indexing
      5. tele-presence

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      • (2024)Seventeen Years of the ACM Transactions on Multimedia Computing, Communications and Applications: A Bibliometric OverviewACM Transactions on Multimedia Computing, Communications, and Applications10.1145/366034720:10(1-22)Online publication date: 12-Sep-2024
      • (2021)Impact of playout buffer dynamics on the QoE of wireless adaptive HTTP progressive videoETRI Journal10.4218/etrij.2020-0184Online publication date: 29-Apr-2021
      • (2019)A DASH-Based Adaptive Multiple Sensorial Content Delivery Solution for Improved User Quality of ExperienceIEEE Access10.1109/ACCESS.2019.29262077(89172-89187)Online publication date: 2019
      • (2019)Introduction to Multimedia Tools and ApplicationsHandbook of Multimedia Information Security: Techniques and Applications10.1007/978-3-030-15887-3_1(3-14)Online publication date: 20-Jul-2019
      • (2018)Generative Model Based Video Shot Boundary Detection for Automated SurveillanceInternational Journal of Ambient Computing and Intelligence10.4018/IJACI.20181001059:4(69-95)Online publication date: 1-Oct-2018
      • (2018)ACA-SDS: Adaptive Crypto Acceleration for Secure Data Storage in Big DataIEEE Access10.1109/ACCESS.2018.28624256(44494-44505)Online publication date: 2018
      • (2018)Content Development (with Work Documentation)Designing Instruction For Open Sharing10.1007/978-3-030-02713-1_8(331-379)Online publication date: 18-Dec-2018
      • (2018)Multimedia DataEncyclopedia of Database Systems10.1007/978-1-4614-8265-9_1008(2359-2362)Online publication date: 7-Dec-2018
      • (2017)A Tutorial for Olfaction-Based Multisensorial Media Application Design and EvaluationACM Computing Surveys10.1145/310824350:5(1-30)Online publication date: 26-Sep-2017
      • (2016)Audio Masking Effect on Inter-Component Skews in Olfaction-Enhanced Multimedia PresentationsACM Transactions on Multimedia Computing, Communications, and Applications10.1145/295775312:4(1-14)Online publication date: 3-Aug-2016
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